Neural Networks Performance for Skin Detection

Abstract

The use of Neural Networks for skin detection has been reported in many research studies. However, direct use of any color space does not produce optimistic results. This is because the feature vectors to be used as training input to the NN is only size three. This research elaborates on the problem of direct use of color space by analyzing a general images database and show that NN performance is limited.